SESYNC Computational Summer Institute July 2015
install.pacakges('shiny')
Have you ever tried….
Was it…
Peng et al. 2011. Reproducible Research in Computational Science. Science 334:1226-1227.
“The goal of reproducible research is to tie specific instructions to data analysis and experimental data so that scholarship can be recreated, better understood and verified.” - Max Kuhn, CRAN Task View: Reproducible Research
i.e.
Raw data + instructions
Archive
Share maybe
Piwowar & Vision (2013) “Data reuse and the open data citation advantage.” PeerJ, e175
Figure 1: Citation density for papers with and without publicly available microarray data, by year of study publication.
Wicherts et al (2011) “Willingness to Share Research Data Is Related to the Strength of the Evidence and the Quality of Reporting of Statistical Results.” PLoS ONE 6(11): e26828
Figure 1. Distribution of reporting errors
A good project layout helps ensure the
plug R Open Sci